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Separable Programming on Hardback by S.M. Stefanov
Separable Programming on Hardback by S.M. Stefanov
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Separable Programming

Theory and Methods
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Description

In this book, the author considers separable programming and, in particular, one of its important cases - convex separable programming. Some general results are presented, techniques of approximating the separable problem by linear programming and dynamic programming are considered. Convex separable programs subject to inequality/ equality constraint(s) and bounds on variables are also studied and iterative algorithms of polynomial complexity are proposed. As an application, these algorithms are used in the implementation of stochastic quasigradient methods to some separable stochastic programs. Numerical approximation with respect to I1 and I4 norms, as a convex separable nonsmooth unconstrained minimization problem, is considered as well.
Release date Australia
May 31st, 2001
Author
Audiences
  • Postgraduate, Research & Scholarly
  • Professional & Vocational
  • Undergraduate
Illustrations
XIX, 314 p.
Pages
314
Dimensions
156x234x20
ISBN-13
9780792368823
Product ID
2051876

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